YoVDO

Omer Bobrowski - Random Simplicial Complexes

Offered By: Hausdorff Center for Mathematics via YouTube

Tags

Algebraic Topology Courses Data Analysis Courses Network Analysis Courses

Course Description

Overview

Explore the fascinating world of random simplicial complexes in this third lecture of a minicourse series. Delve into the random Cech complex, a higher-dimensional generalization of the random geometric graph. Learn about connectivity, formation of cycles, and emergence of "giant" connected components in this context. Compare these higher-dimensional phenomena to their lower-dimensional graph counterparts using algebraic topology and homology theory. Gain insights into the Chair Complex, D Complex, Curly Age, and Mode Theory. Examine the differences between connectivity and homological connectivity, and understand the concepts of giant components and giant cycles. Discover the duality theorem and its implications. No prior knowledge is required for this comprehensive exploration of random simplicial complexes and their applications in modern data and network analysis.

Syllabus

Introduction
Models
Chair Complex vs D Complex
Curly Age
Mode Theory
Proof
Connectivity vs homological connectivity
Giant components
Giant cycles
Theorem
Duality
Conclusion


Taught by

Hausdorff Center for Mathematics

Related Courses

An Introduction to Computer Networks
Stanford University via Independent
Introduction to Systems Biology
Icahn School of Medicine at Mount Sinai via Coursera
Network Analysis in Systems Biology
Icahn School of Medicine at Mount Sinai via Coursera
Networks, Crowds and Markets
Cornell University via edX
Networking Leadership 101: Building Your Core Professional Network
Center for Creative Leadership via Acumen Academy